High precision means few false positives. Critical when false alarms are costly.
Formula
Precision = True Positives / (True Positives + False Positives)
When to Prioritize
- Spam detection (don't mark good emails as spam)
- Medical diagnosis (don't misdiagnose healthy patients)
- Content moderation (don't remove legitimate content)